Fold 4 - Understanding why coefficient 40755 was selected
Tag: ADJUSTABLE NECKLACE
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
Products with this tag: 7
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 40755 | 1.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "ADJUSTABLE NECKLACE" tag (processing sequence 187). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 1322 | Line Wave Ocean Necklace Victoria Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 1326 | Nina Long Bar Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 1331 | Pineapple Necklace Victoria Collection | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 1342 | Ocean Wave Necklace Victoria Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 1346 | Tiny Powerful Dragon Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 2272 | Evil Eye Cubic Zirconia Bezel Setting Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 0 | none | |
| 2310 | Mini Micro Pave Disc Pendant Necklace | 0 | PENDANT NECKLACE | -40755 | CUBIC ZIRCONIA, SUMMER JEWELRY |